Discover hidden trends in spectral & chromatographic datasets
Monday, March 9, 2026 10:30 AM to 11:00 AM · 30 min. (America/New_York)
Pittcon Pavilion
DemoZone
Information
Join us for an introduction to KnowItAll's Trendfinder, a new tool that applies Principal Component Analysis (PCA) to reveal hidden patterns in large analytical datasets that traditional analysis misses—all through an intuitive interface that any researcher can use.
This presentation will quickly familiarize you with basic pattern recognition so that basic chemometric analysis can become part of your routine analytical process.
What you'll learn
Pattern discovery made simple
• How Trendfinder applies PCA to uncover meaningful patterns in complex datasets
• Working with diverse data types: NMR, IR, MS, Raman, UV-Vis, & chromatography
Advanced analysis without the complexity
• Unknown sample projection for classification and marker compound discovery
• Interactive data mining with clear, actionable visualizations
• Live step-by-step workflow demonstrations
Who should attend
• Current KnowItAll users ready for advanced pattern analysis
• Researchers with large analytical datasets seeking hidden insights
• Anyone interested in accessible, user-friendly PCA approaches
This presentation will quickly familiarize you with basic pattern recognition so that basic chemometric analysis can become part of your routine analytical process.
What you'll learn
Pattern discovery made simple
• How Trendfinder applies PCA to uncover meaningful patterns in complex datasets
• Working with diverse data types: NMR, IR, MS, Raman, UV-Vis, & chromatography
Advanced analysis without the complexity
• Unknown sample projection for classification and marker compound discovery
• Interactive data mining with clear, actionable visualizations
• Live step-by-step workflow demonstrations
Who should attend
• Current KnowItAll users ready for advanced pattern analysis
• Researchers with large analytical datasets seeking hidden insights
• Anyone interested in accessible, user-friendly PCA approaches
Event Dates/Times
Monday, Mar 09, 2026 10:30 AM-11:00 AM
Day of Week
Monday
Event Type
DemoZone
Location
Pittcon Pavilion
Register
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